003_生成器(generator)内部解析

#http://kb.cnblogs.com/page/87128/(未看完)

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" 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2.7. 生成器(generator)

  生成器是调用一个生成器函数(generator function)返回的对象,多用于集合对象的迭代。

  • __iter__: 仅仅是一个可迭代的标记。
  • gi_code: 生成器对应的code对象。
  • gi_frame: 生成器对应的frame对象。
  • gi_running: 生成器函数是否在执行。生成器函数在yield以后、执行yield的下一行代码前处于frozen状态,此时这个属性的值为0。
  • next|close|send|throw: 这是几个可调用的方法,并不包含元数据信息,如何使用可以查看生成器的相关文档。

def gen():
for n in xrange(5):
yield n
g = gen()
print g # <generator object gen at 0x...>
print g.gi_code # <code object gen at 0x...>
print g.gi_frame # <frame object at 0x...>
print g.gi_running # 0
print g.next() # 0
print g.next() # 1
for n in g:
print n, # 2 3 4

接下来讨论的是几个不常用到的内置对象类型。这些类型在正常的编码过程中应该很少接触,除非你正在自己实现一个解释器或开发环境之类。所以这里只列出一部分属性,如果需要一份完整的属性表或想进一步了解,可以查看文末列出的参考文档。

2.8. 代码块(code)

  代码块可以由类源代码、函数源代码或是一个简单的语句代码编译得到。这里我们只考虑它指代一个函数时的情况;2.5节中我们曾提到可以使用函数的func_code属性获取到它。code的属性全部是只读的。

  • co_argcount: 普通参数的总数,不包括*参数和**参数。
  • co_names: 所有的参数名(包括*参数和**参数)和局部变量名的元组。
  • co_varnames: 所有的局部变量名的元组。
  • co_filename: 源代码所在的文件名。
  • co_flags:  这是一个数值,每一个二进制位都包含了特定信息。较关注的是0b100(0x4)和0b1000(0x8),如果co_flags & 0b100 != 0,说明使用了*args参数;如果co_flags & 0b1000 != 0,说明使用了**kwargs参数。另外,如果co_flags & 0b100000(0x20) != 0,则说明这是一个生成器函数(generator function)。
co = cat.sayHi.func_code
print co.co_argcount # 1
print co.co_names # ('name',)
print co.co_varnames # ('self',)
print co.co_flags & 0b100 #

2.9. 栈帧(frame)

  栈帧表示程序运行时函数调用栈中的某一帧。函数没有属性可以获取它,因为它在函数调用时才会产生,而生成器则是由函数调用返回的,所以有属性指向栈帧。想要获得某个函数相关的栈帧,则必须在调用这个函数且这个函数尚未返回时获取。你可以使用sys模块的_getframe()函数、或inspect模块的currentframe()函数获取当前栈帧。这里列出来的属性全部是只读的。

  • f_back: 调用栈的前一帧。
  • f_code: 栈帧对应的code对象。
  • f_locals: 用在当前栈帧时与内建函数locals()相同,但你可以先获取其他帧然后使用这个属性获取那个帧的locals()。
  • f_globals: 用在当前栈帧时与内建函数globals()相同,但你可以先获取其他帧……。
def add(x, y=1):
f = inspect.currentframe()
print f.f_locals # same as locals()
print f.f_back # <frame object at 0x...>
return x+y
add(2)
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